SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 111120 of 308 papers

TitleStatusHype
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems0
Deep Learning for Dialogue Systems0
Decoupling Strategy and Surface Realization for Task-oriented Dialogues0
Helpfulness and Fairness of Task-Oriented Dialogue Systems0
Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation0
Enhancing Large Language Model Induced Task-Oriented Dialogue Systems Through Look-Forward Motivated Goals0
Budgeted Policy Learning for Task-Oriented Dialogue Systems0
An Efficient Approach to Encoding Context for Spoken Language Understanding0
Global-Locally Self-Attentive Encoder for Dialogue State Tracking0
DARD: A Multi-Agent Approach for Task-Oriented Dialog Systems0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1T5-3b(UnifiedSKG)Entity F170.07Unverified
2COMETEntity F163.6Unverified
3DF-NetEntity F162.7Unverified
4DF-NetEntity F162.5Unverified
5GLMPEntity F159.97Unverified
6TTOSEntity F155.38Unverified
7KB-retrieverEntity F153.7Unverified
8DSREntity F151.9Unverified
9KV Retrieval NetEntity F148Unverified
10THPNEntity F137.8Unverified
#ModelMetricClaimedVerifiedStatus
1T5METEOR0.33Unverified
2BARTMETEOR0.09Unverified
#ModelMetricClaimedVerifiedStatus
1BART (TextBox 2.0)BLEU-420.17Unverified